We evaluate our proposed DocSynth framework on the PubLayNet dataset [1]} which mainly contains images taken from the PubMed Central library for scientific literature. There are five defined set of document objects present in this dataset: text, title, lists, tables and figures. The entire dataset comprises 335,703 images for training and 11,245 images for validation.
